Yangyang Zhao
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Reinforcement Learning
(7)
Core AI
(7)
Methods
(7)
Deep Learning
(4)
Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Computer Vision
(1)
Robotics
(1)
Analysis
(1)
Architectures
(1)
Keywords
dialogue policy
(6)
deep reinforcement learning
(5)
policy learning
(3)
task-oriented dialogue
(3)
reinforcement learning
(3)
curriculum learning
(2)
deep q-network
(2)
noise robustness
(1)
world model
(1)
evolutionary algorithm
(1)
exploration-exploitation balance
(1)
dialogue system
(1)
dynamic reward
(1)
dialogue agent
(1)
user simulator
(1)
noisy environment
(1)
sparse convolution
(1)
place recognition
(1)
4d radar
(1)
large language model
(1)
Papers
An Efficient Dialogue Policy Agent with Model-Based Causal Reinforcement Learning
COLING 2025
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
ACL 2025
Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration
EMNLP 2025
Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping
EMNLP 2024
TransLoc4D: Transformer-based 4D Radar Place Recognition
CVPR 2024
Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning
AAAI 2021
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy
EMNLP 2021
Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments
AAAI 2020